Testing

Integration Testing on the JVM: My Ideal Process, End to End

Master robust integration testing for JVM web services. Learn how to simulate databases, Kafka, and LLMs with Testcontainers and Mokksy for fast, parallel …

From monoliths to AI proxies: real-world strategy for testing and evolving LLM integrations

Integrating Large Language Models (LLMs) into production systems presents unique architectural, testing, and operational challenges. This article shares …

Running Testcontainers on dynamic ports

Running integration tests locally with Docker can be challenging when fixed ports are unavailable due to conflicts. This issue is compounded in shared CI …